Examples for relational time-series classification method for corrosion maintenance dispatch. A method may involve generating a self-organizing map for each parameter that corresponds to a group of aircraft. The self-organizing map organizes time-series data associated with a parameter into a two-dimensional representation. The method may further involve, for each map, identifying polar coordinates that represent a location of a particular node, in a grid of nodes within the self-organizing map, that is located closest to the time-series data organized in the two-dimensional representation. The method may then involve providing polar coordinates identified from each self-organizing map, along with indications of corrosion levels corresponding to the aircraft, as inputs into a classification model to train the classification model to determine trends between the parameters. The classification model is configured to subsequently use the one or more trends collectively to estimate a corrosion level for a particular aircraft.
Relational Time-Series Classification Method and System for Corrosion Maintenance Dispatch
2021-01-28
Patent
Elektronische Ressource
Englisch
IPC: | B64F GROUND OR AIRCRAFT-CARRIER-DECK INSTALLATIONS SPECIALLY ADAPTED FOR USE IN CONNECTION WITH AIRCRAFT , Boden- oder Flugzeugträgerdeckeinrichtungen besonders ausgebildet für die Verwendung in Verbindung mit Luftfahrzeugen / G01C Messen von Entfernungen, Höhen, Neigungen oder Richtungen , MEASURING DISTANCES, LEVELS OR BEARINGS / G06N COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS , Rechnersysteme, basierend auf spezifischen Rechenmodellen |
Relational time-series classification method and system for corrosion maintenance dispatch
Europäisches Patentamt | 2023
|DISPATCH DEVICE, DISPATCH SYSTEM, AND DISPATCH METHOD
Europäisches Patentamt | 2024
|CREW DISPATCH SYSTEM, CREW DISPATCH METHOD, AND CREW DISPATCH PROGRAM
Europäisches Patentamt | 2023
|